Designing and Implementing a Microsoft Azure AI Solution

This course is also available with an exam at the following link.

This course is intended for software developers wanting to build AI infused applications that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. The course will use C# or Python as the programming language.

Building and using AI solutions through Azure.

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. They are familiar with C# or Python and have knowledge on using REST-based APIs.

To successfully complete the course, the following skills are necessary:

• Azure
• Azure AI
• Knowledge of network concepts
• Docker and containerization

• Introduction to AI and AI on Azure
  • Introduction to AI
  • AI on Azure
  • Get started with Azure AI services
  • Using Azure AI Services for enterprise applications
• Develop computer vision solutions with Azure AI Vision
  • Analyze and manipulate images
  • Create a custom vision model
  • Detect and recognize faces
  • Analyze video
• Develop natural language processing solutions
  • Analyzing and translating text
  • Build a question answering solution
  • Build a conversational language understanding app
  • Custom classification and named entity extraction
  • Speech recognition, synthesis, and translation
• Develop Generative AI Solutions with Azure OpenAI Service
  • Get started with Azure OpenAI Service
  • Develop apps with Azure OpenAI Service
  • Apply prompt engineering with Azure OpenAI Service
  • Use your own data with Azure OpenAI Service
• Creating a Knowledge Mining Solution
  • Implementing an Intelligent Search Solution
  • Developing Custom Skills for an Enrichment Pipeline
  • Creating a Knowledge Store
• Develop solutions with Azure AI Document Intelligence
  • Use prebuilt Document Intelligence models
  • Train a custom Document Intelligence model

• AI-900T00 - Microsoft Azure AI Fundamentals